Signal-SGN++: Topology-Enhanced Time-Frequency Spiking Graph Network for Skeleton-Based Action Recognition. - Naichuan Zheng; Xiahai Lun; Weiyi Li 001; Yuchen Du (CoRR, 2025)

S3T-Former: A Purely Spike-Driven State-Space Topology Transformer for Skeleton Action Recognition. - Naichuan Zheng; Hailun Xia; Zepeng Sun; Weiyi Li 001; Yujia Wang (CoRR, 2026)

Towards Green Wearable Computing: A Physics-Aware Spiking Neural Network for Energy-Efficient IMU-based Human Activity Recognition. - Naichuan Zheng; Hailun Xia; Zepeng Sun; Weiyi Li 001; Yinzhe Zhou (CoRR, 2026)